Pith Number

pith:HDEJYGSR

pith:2023:HDEJYGSRNADTYG6C4KHF6L3VTV

not attested not anchored not stored refs pending

Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition

Boris Ginsburg, Jagadeesh Balam, Krishna C. Puvvada, Kunal Dhawan, Nithin Rao Koluguri

arxiv:2309.10922 v1 · 2023-09-19 · eess.AS · cs.SD

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\usepackage{pith}
\pithnumber{HDEJYGSRNADTYG6C4KHF6L3VTV}

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Record completeness

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Analysis of Speaker Verification Performance Trade-offs with Neural Audio Codec Transmission

Receipt and verification

First computed	2026-07-05T06:52:28.577058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38c89c1a5168073c1bc2e28e5f2f759d4765f6f20436e626326cba1ca9b20af1

Aliases

arxiv: 2309.10922 · arxiv_version: 2309.10922v1 · doi: 10.48550/arxiv.2309.10922 · pith_short_12: HDEJYGSRNADT · pith_short_16: HDEJYGSRNADTYG6C · pith_short_8: HDEJYGSR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HDEJYGSRNADTYG6C4KHF6L3VTV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 38c89c1a5168073c1bc2e28e5f2f759d4765f6f20436e626326cba1ca9b20af1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34fe5a074e74a10454b154b232cb9bde99462ade8d3792ac860e02d6991814f7",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-09-19T20:49:05Z",
    "title_canon_sha256": "cd0e3803ab82148183ae1b0cad44637f9af8aef584142376091101e6d27afc1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.10922",
    "kind": "arxiv",
    "version": 1
  }
}